{"title":"Unsupervised Machine Learning for Augmented Data Analytics of Building Codes","authors":"Ruichuan Zhang, N. El-Gohary","doi":"10.1061/9780784482438.010","DOIUrl":"https://doi.org/10.1061/9780784482438.010","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"179 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114161551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xinghua Gao, Pardis Pishdad-Bozorgi, Dennis R. Shelden, Shu Tang
{"title":"A Scalable Cyber-Physical System Data Acquisition Framework for the Smart Built Environment","authors":"Xinghua Gao, Pardis Pishdad-Bozorgi, Dennis R. Shelden, Shu Tang","doi":"10.1061/9780784482445.033","DOIUrl":"https://doi.org/10.1061/9780784482445.033","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114213641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Machine Learning-Based Prediction of Building Water Consumption for Improving Building Water Efficiency","authors":"Lufan Wang, N. El-Gohary","doi":"10.1061/9780784482445.018","DOIUrl":"https://doi.org/10.1061/9780784482445.018","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123268392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Neuro Fuzzy Inference Systems for Estimating Normal Concrete Mixture Proportions","authors":"Jorge Santamaría, Luis Morales, P. Lima","doi":"10.1061/9780784482438.006","DOIUrl":"https://doi.org/10.1061/9780784482438.006","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"321 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122582267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Developing a BIM-Assisted 3D Access Point Placement Optimization Algorithm for Enhancing Wi-Fi Fingerprint-Based Indoor Positioning","authors":"Jack Chin Pang Cheng, Kenneth Chun Ting Li","doi":"10.1061/9780784482421.030","DOIUrl":"https://doi.org/10.1061/9780784482421.030","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123995702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. Daniotti, Etienne Cheynet, J. B. Jakobsen, J. Snæbjörnsson
{"title":"Damping Estimation from Full-Scale Traffic-Induced Vibrations of a Suspension Bridge","authors":"N. Daniotti, Etienne Cheynet, J. B. Jakobsen, J. Snæbjörnsson","doi":"10.1061/9780784482445.022","DOIUrl":"https://doi.org/10.1061/9780784482445.022","url":null,"abstract":"We present an automatic technique for structural damping estimation, based on traffic-induced vibrations of a long-span suspension bridge. First, an identification algorithm is applied to the acceleration data of the Lysefjord bridge to capture traffic load events, i.e. when vehicles are crossing the bridge. Thereafter, time domain decomposition is adopted to compute the modal displacement response triggered by the traffic excitation. The damping ratio and the eigenfrequency are then estimated by fitting a single degreeof-freedom system to the modal response. The damping estimates exhibit a lower dispersion and bias than the corresponding results based on a covariance driven stochastic subspace identification algorithm. In ambient vibration tests, the precision and accuracy of the damping estimates depend on the signal duration. Therefore, it is common to get severely scattered damping values for the low-frequencies modes. Estimating damping ratios using traffic-induced decays removes the problems of frequency resolution for short-length records and may, therefore, complement other ambient vibration techniques.","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128260674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
C. Liang, K. Lundeen, W. McGee, C. Menassa, SangHyun Lee, V. Kamat
{"title":"Fast Dataset Collection Approach for Articulated Equipment Pose Estimation","authors":"C. Liang, K. Lundeen, W. McGee, C. Menassa, SangHyun Lee, V. Kamat","doi":"10.1061/9780784482438.019","DOIUrl":"https://doi.org/10.1061/9780784482438.019","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128509536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Opportunities for Applying Camera-Equipped Drones towards Performance Inspections of Building Facades","authors":"Kaiwen Chen, Georg Reichard, Xin Xu","doi":"10.1061/9780784482445.015","DOIUrl":"https://doi.org/10.1061/9780784482445.015","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121958983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yong-Kil Cho, Youjin Jang, Kinam Kim, Fernanda Leite, Steven K. Ayer
{"title":"Understanding Different Views on Emerging Technology Acceptance between Academia and the AEC/FM Industry","authors":"Yong-Kil Cho, Youjin Jang, Kinam Kim, Fernanda Leite, Steven K. Ayer","doi":"10.1061/9780784482438.077","DOIUrl":"https://doi.org/10.1061/9780784482438.077","url":null,"abstract":"","PeriodicalId":288285,"journal":{"name":"Computing in Civil Engineering 2019","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122341797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}